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Authors: Johannes Koponen and Mikael Koponen Twitter: @johanneskoponen Email: [email protected]
JUST ANOTHER PESTO RECIPE: WHY THE MOST WIDELY USED APPROACH TO HOLISTIC THINKING ISN’T BY DEFINITION COMPREHENSIVE AND WHAT CAN WE DO ABOUT IT
Research goal: to investigate the interaction of
holistic and reductionist thinking in science and point out a simple method to improve systemic
thinking
PEST + variants such as
PESTE, PESTEL, PESTEC, PESTLE, STEP, STEPE, PESTELV, iPEST,
ETPS, STEELV, DESTEP…
You know what’s even more interesting?
Tracing the origins of PEST
This is what the internet says: “PEST analysis, introduced nearly 50 years ago by Harvard Business School professor Francis Aguilar (with the acronym ESTP), has served as a strong, practical taxonomy for analyzing the macro-environmental factors affecting business.” ESTP? Aguilar?
Tracing the origins of PEST
This is what the internet says: “PEST analysis, introduced nearly 50 years ago by Harvard Business School professor Francis Aguilar (with the acronym ESTP), has served as a strong, practical taxonomy for analyzing the macro-environmental factors affecting business.” ESTP? Aguilar? However, there is no mention of the ESTP framework in Aquilar’s book “Scanning the business environment” which is the most often cited source.
You know what’s even more interesting?
The “Constituents of everything”
● No researcher wants to claim that an evidence or theory has implications to everything. ○ Instead the researcher typically uses some of the so-called
STEEP/PEST(EL) variants ○ The researcher is actually claiming that her research has
implications to everything (that is relevant), but circumvents this claim by dividing what is relevant to her ”constituents of everything”.
➔ These scientists divide their research targets to constituents, removing the emergent properties of different systemic interactions.
Material & Methods Material: ● Google Scholar searches ● Scraped abstracts from DOAJ.org (1 550 000 articles, partly Spanish) ● Information retrieval request to JSTOR (tens of millions of articles in
English) Why? • We can • Big data is a buzzword • We can do a lot more when we have the dataset ourselves. Methods: Normal word search in different contexts. Proximity search - permutations from words “political, economic, social” - words have to be present in vicinity (two words in between accepted) - individually investigated abbreviation matches
Material & Methods
Material & Methods Normal word search in different contexts. Ø Word counts Ø Evolution of PEST variants Proximity search permutations from words “political, economic, social” Ø Evolution of different word lists (constituents of everything)
words have to be present in vicinity (two words in between accepted) Ø To investigate the plurality of the word lists in general individually investigated abbreviation matches Ø Better results + ability to map nearby languages and different sentence and word formations + ability to teach the algorithm about the relevant words
Finding: approximation of the growth of scientific articles (for reference):
Finding: Use of PEST derivatives (Initial search from Google Scholar)
Finding: Use of PEST derivatives (Initial search from Google Scholar)
Finding: Variances in “Futures” journal
Finding: the evolution of the STEEP/PEST(EL) framework (deeper analysis from 1,547,607 open access journals)
Finding: the evolution of the constituents of everything
Significantly more interesting is to investigate how the “constituents of everything” change through time. Initial analysis: ● the word “culture” has made way for “technology” ● the use of the word “history” has decreased in the word lists
It is a challenge to prove the claims that can be made from the dataset. Dataset needs to be larger.
Discussion
Using a simple word list to do more holistic analysis is not great. But sometimes the shortcut is acceptable. However, we should redefine the framework in a way that it would not produce any variants for easier usability and better meta analysis.
JUST ANOTHER PESTO RECIPE: WHY THE MOST WIDELY USED APPROACH TO HOLISTIC THINKING ISN’T BY DEFINITION COMPREHENSIVE AND WHAT CAN WE DO ABOUT IT
@johanneskoponen
Discussion
Use “PESTO”
Political
Economic
Social
Technological
Others
